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Gerhard Heyer
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- affiliation: Leipzig University, Germany
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2020 – today
- 2024
- [j24]Brigitte Mathiak
, Gerhard Heyer
Search and Harvesting across NFDI Consortia - Gaps and Challenges. Datenbank-Spektrum 24(2): 77-84 (2024) - [c69]Christopher Schröder, Gerhard Heyer:
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models. EMNLP 2024: 11987-12004 - [i8]Christopher Schröder, Gerhard Heyer:
Self-Training for Sample-Efficient Active Learning for Text Classification with Pre-Trained Language Models. CoRR abs/2406.09206 (2024) - 2023
- [c68]Tariq Yousef, Gerhard Heyer, Stefan Jänicke:
EVALIGN: Visual Evaluation of Translation Alignment Models. EACL (System Demonstrations) 2023: 277-297 - [c67]Lymperis Perakis, Julian Balling, Frank Binder, Gerhard Heyer, Franz Kreupl:
Classifying figures and illustrations in electronics datasheets: A comparative evaluation of recent computer vision models on a custom collection of 4000 technical documents. GI-Jahrestagung 2023: 1833-1848 - 2022
- [c66]Frank Binder
Putting Users in the Loop: How User Research Can Guide AI Development for a Consumer-Oriented Self-service Portal. HCI (23) 2022: 3-19 - [c65]Michael Richter, Maria Bardají I. Farré, Max Kölbl, Yuki Kyogoku, J. Nathanael Philipp, Tariq Yousef
Uniform Density in Linguistic Information Derived from Dependency Structures. ICAART (1) 2022: 496-503 - 2021
- [j23]Philipp Cimiano, Gerhard Heyer, Michael Kohlhase, Benno Stein, Jürgen Ziegler, Theo Härder:
Erratum zu: Editorial. Datenbank-Spektrum 21(2): 171 (2021) - [j22]Gregor Wiedemann
Multi-modal page stream segmentation with convolutional neural networks. Lang. Resour. Evaluation 55(1): 127-150 (2021) - [c64]Christopher Schröder, Kim Bürgl
Supporting Land Reuse of Former Open Pit Mining Sites using Text Classification and Active Learning. ACL/IJCNLP (1) 2021: 4141-4152 - [c63]Tariq Yousef
Press Freedom Monitor: Detection of Reported Press and Media Freedom Violations in Twitter and News Articles. EMNLP (Demos) 2021: 153-159 - [c62]Erik Körner
Casting the Same Sentiment Classification Problem. EMNLP (Findings) 2021: 584-590 - [c61]Erik Körner
On Classifying whether Two Texts are on the Same Side of an Argument. EMNLP (1) 2021: 10130-10138 - [d3]Ahmad Dawar Hakimi
Same Side Stance Classification Adversarial Test Cases. Zenodo, 2021 - [d2]Erik Körner
Same Sentiment Classification Train/Dev/Test Pair IDs. Zenodo, 2021 - [d1]Gregor Wiedemann
Same Side Stance Classification Resampled Datasets. Zenodo, 2021 - [i7]Christopher Schröder, Kim Bürgl, Yves Annanias, Andreas Niekler, Lydia Müller, Daniel Wiegreffe, Christian Bender, Christoph Mengs, Gerik Scheuermann, Gerhard Heyer:
Mining Legacy Issues in Open Pit Mining Sites: Innovation & Support of Renaturalization and Land Utilization. CoRR abs/2105.05557 (2021) - 2020
- [j21]Philipp Cimiano
Editorial. Datenbank-Spektrum 20(2): 87-91 (2020) - [j20]Ringo Baumann, Gregor Wiedemann
The Road Map to FAME: A Framework for Mining and Formal Evaluation of Arguments. Datenbank-Spektrum 20(2): 107-113 (2020)
2010 – 2019
- 2019
- [j19]Gerhard Heyer, Jochen Tiepmar:
A Big Data Case Study in Digital Humanities - Creating a Performance Benchmark for Canonical Text Services. Datenbank-Spektrum 19(1): 41-49 (2019) - [j18]Günter Mühlberger, Louise Seaward, Melissa Terras, Sofia Ares Oliveira, Vicente Bosch, Maximilian Bryan, Sebastian Colutto, Hervé Déjean, Markus Diem, Stefan Fiel, Basilis Gatos, Albert Greinoecker, Tobias Grüning, Günter Hackl, Vili Haukkovaara, Gerhard Heyer, Lauri Hirvonen, Tobias Hodel
Transforming scholarship in the archives through handwritten text recognition. J. Documentation 75(5): 954-976 (2019) - [c60]Erik Körner, Gerhard Heyer, Martin Potthast:
Same Side Stance Classification Using Contextualized Sentence Embeddings. SSST@ArgMining@ACL 2019: 21-25 - [c59]Gerhard Heyer, Christian Kahmann, Cathleen Kantner:
Generic tools and individual research needs in the Digital Humanities - Can agile development help? GI-Jahrestagung (Workshops) 2019: 175-180 - [c58]Christian Kahmann, Gerhard Heyer:
Measuring Context Change to Detect Statements Violating the Overton Window. KDIR 2019: 392-396 - [c57]Maximilian Bryan, Gerhard Heyer, Nathanael Philipp
Convolutional Attention on Images for Locating Macular Edema. MIUA 2019: 391-398 - [c56]Lydia Müller
The Null Result Portal. MTSR 2019: 398-403 - [i6]Gerhard Heyer, Mitsuyuki Inaba, Martin Roth:
Modelling Cultural Processes (NII Shonan Meeting 132). NII Shonan Meet. Rep. 2019 (2019) - 2018
- [j17]Sabine Gründer-Fahrer, Antje Schlaf, Gregor Wiedemann
Topics and topical phases in German social media communication during a disaster. Nat. Lang. Eng. 24(2): 221-264 (2018) - [c55]Soheila Sahami, Thomas Eckart, Gerhard Heyer:
Using Apache Spark on Hadoop Clusters as Backend for WebLicht Processing Pipelines. CLARIN Annual Conference 2018: 188-195 - [c54]Giuseppe G. A. Celano, Michael Richter, Rebecca Voll, Gerhard Heyer:
Aspect coding asymmetries of verbs: The case of Russian. KONVENS 2018: 34-39 - [c53]Andreas Niekler, Arnim Bleier, Christian Kahmann, Lisa Posch, Gregor Wiedemann, Kenan Erdogan, Gerhard Heyer, Markus Strohmaier:
ILCM - A Virtual Research Infrastructure for Large-Scale Qualitative Data. LREC 2018 - [c52]Gregor Wiedemann, Gerhard Heyer:
Page Stream Segmentation with Convolutional Neural Nets Combining Textual and Visual Features. LREC 2018 - [i5]Andreas Niekler, Arnim Bleier, Christian Kahmann, Lisa Posch, Gregor Wiedemann, Kenan Erdogan, Gerhard Heyer, Markus Strohmaier:
iLCM - A Virtual Research Infrastructure for Large-Scale Qualitative Data. CoRR abs/1805.11404 (2018) - 2017
- [j16]Patrick Jähnichen, Patrick Oesterling, Gerhard Heyer, Tom Liebmann, Gerik Scheuermann, Christoph Kuras:
Exploratory Search Through Visual Analysis of Topic Models. Digit. Humanit. Q. 11(2) (2017) - [c51]Christian Kahmann, Andreas Niekler, Gerhard Heyer:
Detecting and Assessing Contextual Change in Diachronic Text Documents using Context Volatility. KDIR 2017: 135-143 - [i4]Andreas Niekler, Gregor Wiedemann, Gerhard Heyer:
Leipzig Corpus Miner - A Text Mining Infrastructure for Qualitative Data Analysis. CoRR abs/1707.03253 (2017) - [i3]Gerhard Heyer, Cathleen Kantner, Andreas Niekler, Max Overbeck, Gregor Wiedemann:
Modeling the dynamics of domain specific terminology in diachronic corpora. CoRR abs/1707.03255 (2017) - [i2]Gregor Wiedemann, Gerhard Heyer:
Page Stream Segmentation with Convolutional Neural Nets Combining Textual and Visual Features. CoRR abs/1710.03006 (2017) - [i1]Christian Kahmann, Andreas Niekler, Gerhard Heyer:
Detecting and assessing contextual change in diachronic text documents using context volatility. CoRR abs/1711.05538 (2017) - 2016
- [c50]Sabine Gründer-Fahrer, Christian Berger, Antje Schlaf, Gerhard Heyer:
Computational, Communicative, and Legal Conditions for Using Social Media in Disaster Management in Germany. ARES 2016: 811-820 - [c49]Miriam Butt, Gerhard Heyer, Katharina Holzinger, Cathleen Kantner, Daniel A. Keim, Jonas Kuhn, Gary S. Schaal, André Blessing, Sebastian Dumm, Mennatallah El-Assady, Valentin Gold, Annette Hautli-Janisz, Matthias Lemke, Maike Müller, Andreas Niekler, Maximilian Overbeck, Gregor Wiedemann:
Argumentanalyse in digitalen Textkorpora. DHd 2016 - [c48]Dirk Goldhahn, Thomas Eckart, Gerhard Heyer:
Operationalisierung von Forschungsfragen in CLARIN-D - Der Anwendungsfall Ernst Jünger. DHd 2016 - [c47]Andreas Niekler, Christian Kahmann, Gerhard Heyer:
Computing Semantic Change Using Context Volatility. SEMANTiCS (Posters, Demos, SuCCESS) 2016 - 2015
- [j15]Andreas Henrich, Gerhard Heyer, Christoph Schlieder, Theo Härder:
Editorial. Datenbank-Spektrum 15(1): 1-6 (2015) - [j14]Patrick Oesterling, Patrick Jähnichen, Gerhard Heyer, Gerik Scheuermann:
Topological visual analysis of clusterings in high-dimensional information spaces. it Inf. Technol. 57(1): 3-10 (2015) - [j13]Gerhard Heyer, Thomas Eckart, Dirk Goldhahn
Was sind IT-basierte Forschungsinfrastrukturen für die Geistes- und Sozialwissenschaften und wie können sie genutzt werden? Inf. Wiss. Prax. 66(5-6): 295-303 (2015) - [c46]Günther Görz, Andreas Henrich, Gerhard Heyer, Martin Warnke:
Digital Humanities aus der Sicht der Informatik. DHd 2015 - 2014
- [c45]Gerhard Heyer, Andreas Niekler, Gregor Wiedemann:
Brauchen die Digital Humanities eine eigene Methodologie? Überlegungen zur systematischen Nutzung von Text Mining Verfahren in einem politikwissenschaftlichen Projekt. DHd 2014 - [c44]Andreas Niekler, Gregor Wiedemann, Sebastian Dumm, Gerhard Heyer:
Creating dictionaries for argument identification by reference data. DHd 2014 - [c43]Christoph Kuras, Thomas Efer, Christian Adam, Gerhard Heyer:
The GDR Through the Eyes of the Stasi - Data Mining on the Secret Reports of the State Security Service of the former German Democratic Republic. KDIR 2014: 360-365 - [c42]Dirk Goldhahn, Uwe Quasthoff, Gerhard Heyer:
Corpus-Based Linguistic Typology: A Comprehensive Approach. KONVENS 2014: 215-221 - [c41]Jochen Tiepmar, Christoph Teichmann
A New Implementation for Canonical Text Services. LaTeCH@EACL 2014: 1-8 - 2013
- [j12]Volker Boehlke, Gerhard Heyer, Peter Wittenburg:
IT-Based Research Infrastructures for the Humanities and Social Sciences - Developments, Examples, Standards, and Technology. it Inf. Technol. 55(1): 26-33 (2013) - [c40]Akmal Saeed Khattak, Gerhard Heyer:
Exploiting Co-Occurrence of Low Frequent Terms in Patents. ICMMI 2013: 459-466 - [p3]Gerhard Heyer:
Soziale Netzwerke und inhaltsbasierte Suche in P2P-Systemen. Die Dynamik sozialer und sprachlicher Netzwerke 2013: 311-330 - 2012
- [c39]Andreas Niekler
ASV Monitor: Creating Comparability of Machine Learning Methods for Content Analysis. ECML/PKDD (2) 2012: 812-815 - [c38]Hadi Mohammadzadeh, Thomas Gottron, Franz Schweiggert, Gerhard Heyer:
TitleFinder: extracting the headline of news web pages based on cosine similarity and overlap scoring similarity. WIDM 2012: 65-72 - [p2]Gerhard Heyer:
Learning Semantic Relations from Text. Modeling, Learning, and Processing of Text Technological Data Structures 2012: 333-346 - 2011
- [j11]Gerhard Heyer, Daniel A. Keim, Sven Teresniak, Daniela Oelke:
Interaktive explorative Suche in großen Dokumentbeständen. Datenbank-Spektrum 11(3): 195-206 (2011) - [j10]Patrick Oesterling, Christian Heine
Visualization of High-Dimensional Point Clouds Using Their Density Distribution's Topology. IEEE Trans. Vis. Comput. Graph. 17(11): 1547-1559 (2011) - [c37]Akmal Saeed Khattak, Gerhard Heyer:
Significance of Low Frequent Terms in Patent Classification using IPC Hierarchy. IICS 2011: 239-250 - 2010
- [j9]Christian Rohrdantz, Steffen Koch, Charles Jochim, Gerhard Heyer, Gerik Scheuermann, Thomas Ertl, Hinrich Schütze, Daniel A. Keim:
Visuelle Textanalyse - Interaktive Exploration von semantischen Inhalten. Inform. Spektrum 33(6): 601-611 (2010) - [c36]Gerhard Heyer, Marco Büchler, Thomas Eckart, Charlotte Schubert:
Text Mining in the Digital Humanities. DH 2010: 23-24 - [c35]Marco Büchler, Annette Geßner, Gerhard Heyer, Thomas Eckart:
Detection of Citations and Textual Reuse on Ancient Greek Texts and its Applications in the Classical Studies: eAQUA Project. DH 2010: 113-114 - [c34]Gerhard Heyer, Marco Büchler:
GI Annual Meeting 2010. Workshop eHumanities - How Does Computer Science Benefit? (Vorwort). GI Jahrestagung (2) 2010: 523 - [c33]Gerhard Heyer, Marco Büchler:
Some Challenges Posed to Computer Science by the eHumanities. GI Jahrestagung (2) 2010: 524-529 - [c32]Marco Büchler, Gerhard Heyer:
Salton und Wittgenstein in den Humanities: Über die Semantik in Philosophischen Texten. GI Jahrestagung (2) 2010: 572-579 - [c31]Patrick Oesterling, Gerik Scheuermann, Sven Teresniak, Gerhard Heyer, Steffen Koch, Thomas Ertl, Gunther H. Weber
Two-stage framework for a topology-based projection and visualization of classified document collections. IEEE VAST 2010: 91-98 - [c30]Florian Holz, Hans Friedrich Witschel, Gregor Heinrich, Gerhard Heyer, Sven Teresniak:
An Evaluation Framework for Semantic Search in P2P Networks. IICS 2010: 267-276 - [c29]Florian Holz, Sven Teresniak, Gerhard Heyer, Gerik Scheuermann:
Generating a Visual Overview of Large Diachronic Document Collections based on the Detection of Topic Change. IMAGAPP/IVAPP 2010: 153-156 - [c28]Robert Remus, Uwe Quasthoff, Gerhard Heyer:
SentiWS - A Publicly Available German-language Resource for Sentiment Analysis. LREC 2010
2000 – 2009
- 2009
- [j8]Sven Teresniak, Gerhard Heyer, Gerik Scheuermann, Florian Holz:
Visualisierung von Bedeutungsverschiebungen in großen diachronen Dokumentkollektionen. Datenbank-Spektrum 9(31): 33-39 (2009) - [c27]Gerhard Heyer, Florian Holz, Sven Teresniak:
Change of Topics over Time - Tracking Topics by their Change of Meaning. KDIR 2009: 223-228 - [c26]Haimonti Dutta, Xianshu Zhu, Tushar Mahule, Hillol Kargupta, Kirk D. Borne, Codrina Lauth, Florian Holz, Gerhard Heyer:
TagLearner: A P2P Classifier Learning System from Collaboratively Tagged Text Documents. ICDM Workshops 2009: 495-500 - 2008
- [c25]Chris Biemann, Uwe Quasthoff, Gerhard Heyer, Florian Holz:
ASV Toolbox: a Modular Collection of Language Exploration Tools. LREC 2008 - [c24]Sebastian Gottwald, Matthias Richter, Gerhard Heyer, Gerik Scheuermann:
Tapping Huge Temporally Indexed Textual Resources with WCTAnalyze. LREC 2008 - [c23]Ulli Waltinger, Alexander Mehler, Gerhard Heyer:
Towards Automatic Content Tagging - Enhanced Web Services in Digital Libraries using Lexical Chaining. WEBIST (2) 2008: 231-236 - 2007
- [c22]Sebastian Gottwald, Gerhard Heyer, Matthias Richter, Peter Walde:
WCTAnalyze-Collecting, Indexing, Accessing and Visualizing Temporally Indexed Textual Resources. TIME 2007: 189 - [p1]Stefan Bordag, Gerhard Heyer:
A Structuralist Framework for Quantitative Linguistics. Aspects of Automatic Text Analysis 2007: 171-189 - 2004
- [c21]Christian Biemann, Stefan Bordag, Gerhard Heyer, Uwe Quasthoff, Christian Wolff
Language-Independent Methods for Compiling Monolingual Lexical Data. CICLing 2004: 217-228 - [c20]Gerhard Heyer, Uwe Quasthoff:
Calculating Communities by Link Analysis of URLs. IICS 2004: 151-156 - [c19]Christian Biemann, Karsten Böhm, Gerhard Heyer, Ronny Melz:
Automatically Building Concept Structures and Displaying Concept Trails for the Use in Brainstorming Sessions and Content Management Systems. IICS 2004: 157-167 - [c18]Christian Biemann, Karsten Böhm, Gerhard Heyer, Ronny Melz:
SemanticTalk: Software for Visualizing Brainstorming Sessions and Thematic Concept Trails on Document Collections. PKDD 2004: 534-536 - 2003
- [c17]Stefan Bordag, Gerhard Heyer, Uwe Quasthoff:
Small Worlds of Concepts and Other Principles of Semantic Search. IICS 2003: 10-19 - [e4]Thomas Böhme, Gerhard Heyer, Herwig Unger:
Innovative Internet Community Systems, Third International Workshop, IICS 2003, Leipzig, Germany, June 19-21, 2003, Revised Papers. Lecture Notes in Computer Science 2877, Springer 2003, ISBN 3-540-20436-9 [contents] - 2002
- [j7]Karsten Böhm, Gerhard Heyer, Uwe Quasthoff, Christian Wolff:
Topic Map Generation Using Text Mining. J. Univers. Comput. Sci. 8(6): 623-643 (2002) - [c16]Gerhard Heyer, Uwe Quasthoff, Christian Wolff
Automatic Analysis of Large Text Corpora - A Contribution to Structuring WEB Communities. IICS 2002: 15-26 - [c15]Gerhard Heyer, Thomas Hoppe, Katrin Müller:
Die Wortschatz-Methode als netzbasierte Kreativitätstechnik in einer virtuellen Lernumgebung. ISI 2002: 123-130 - [c14]Gerhard Heyer, Uwe Quasthoff, Christian Wolff:
Information Extraction from Text Corpora: Using Filters on Collocation Sets. LREC 2002 - 2001
- [c13]Gerhard Heyer, Martin Läuter, Uwe Quasthoff, Christian Wolff:
Wissensextraktion durch linguistisches Postprocessing bei der Corpusanalyse. GLDV-Jahrestagung 2001: 71-83 - [c12]Gerhard Heyer, Martin Läuter, Uwe Quasthoff, Thomas Wittig, Christian Wolff:
Learning Relations Using Collocations. Workshop on Ontology Learning 2001 - 2000
- [c11]Gerhard Heyer, Uwe Quasthoff, Christian Wolff:
Aiding Web Searches by Statistical Classification Tools. ISI 2000: 163-178
1990 – 1999
- 1998
- [e3]Gerhard Heyer, Christian Wolff:
Linguistik und neue Medien [10. Jahrestagung der GLDV, 17.-19. März 1997, Leipzig]. Deutscher Universitäts Verlag 1998, ISBN 3-8244-2115-1 [contents] - 1997
- [c10]Gerhard Heyer, Christian Wolff:
Einleitung. GLDV-Jahrestagung 1997: 1-4 - [c9]Gerhard Heyer, Christian Wolff:
Zur Relevanz linguistischer Pragmatik bei der Entwicklung von Multimediaanwendungen. GLDV-Jahrestagung 1997: 15-22 - 1995
- [c8]Gerhard Heyer:
On the notion of a Natural Language Products Technology. GLDV-Jahrestagung 1995: 229-239 - 1994
- [j6]Gerhard Heyer:
Sechs Thesen zur Situation von Forschung und Technologietransfer in der KI. Künstliche Intell. 8(Sonderheft): 64 (1994) - 1992
- [c7]Ralf Kese, Friedrich Dudda, Gerhard Heyer, Marianne Kugler:
Extended Spelling Correction for German. ANLP 1992: 126-132 - 1991
- [b1]Frank Oemig, Armin B. Cremers, Gerhard Heyer:
Wissensbasierte Textverarbeitung: Schriftsatz und Typographie - Möglichkeiten einer intelligenteren Textverarbeitung. Deutscher Universitätsverlag 1991, ISBN 3-8244-2020-1 - [c6]Gerhard Heyer:
A Frame-Based Computational Model of Generic Generalisations. GWAI 1991: 86-95 - 1990
- [j5]Gerhard Heyer:
Semantics and Knowledge Representation in the Analysis of Generic Descriptions. J. Semant. 7(1): 93-110 (1990) - [j4]Gerhard Heyer:
Probleme und Aufgaben einer angewandten Computerlinguistik. Künstliche Intell. 4(1): 38-42 (1990) - [c5]Gerhard Heyer, Ralf Kese, Frank Oemig, Friedrich Dudda:
Knowledge Representation and Semantics in a Complex Domain: The UNIX Natural Language Help System GOETHE. COLING 1990: 361-363
1980 – 1989
- 1989
- [j3]Gerhard Heyer, Ralf Kese:
Intelligente Textverarbeitung. Prax. Inf.verarb. Kommun. 12(4): 213-216 (1989) - 1988
- [j2]Gerhard Heyer:
Geist, Verstehen und Verantwortung, Philisophische Grundlagen der Künstlichen Intelligenz, Teil I. Künstliche Intell. 2(1): 36-40 (1988) - [j1]Gerhard Heyer:
Geist, Verstehen und Verantwortung, Philosophische Grundlagen der Künstlichen Intelligenz, Teil II. Künstliche Intell. 2(2): 24-27 (1988) - [c4]Gerhard Heyer:
Fünf Thesen zum kognitiven Anspruch und der Industriellen Relevanz Künstlicher Intelligenz. GWAI 1988: 320-326 - [e2]Gerhard Heyer, Josef Krems, Günther Görz:
Wissensarten und ihre Darstellung, Beiträge aus Philosophie, Informatik und Linguistik [Workshop 20./21. November 1986, Universität Erlangen-Nürnberg]. Informatik-Fachberichte 169, Springer 1988, ISBN 3-540-19071-6 [contents] - 1987
- [c3]Gerhard Heyer, Bernd Schneider:
Contions on a Knowledge Representation for Processing Natural Language Semantics. Expertensysteme 1987: 134-149 - [e1]Helmut Balzert, Gerhard Heyer, Rainer Lutze:
Expertensysteme '87: Konzepte und Werkzeuge, Tagung I/1987 des German Chapter of the ACM am 7. und 8.4.1987 in Nürnberg. Berichte des German Chapter of the ACM 28, Teubner 1987, ISBN 3-519-02449-7 [contents] - 1986
- [c2]Gerhard Heyer:
Repräsentation und Verstehen - Einführung. Wissensarten und ihre Darstellung 1986: 14-20 - [c1]Gerhard Heyer:
Wissensrepräsentation und Wissensakquisition - Einführung. Wissensarten und ihre Darstellung 1986: 216-218
Coauthor Index
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